{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础柱状图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.0.2\n",
      "0.23.4\n",
      "1.15.4\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.0.2\n",
    "- pandas == 0.23.4\n",
    "- numpy == 1.15.4\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础柱状图——添加填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 474,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n",
    "y = [58, 120, 86, 20, 139, 57, 139]\n",
    "plt.figure(figsize=(10,7))#设置画布的尺寸\n",
    "\n",
    "plt.bar(x = x,height = y, width = 0.7,alpha = 0.5,color = 'deeppink',edgecolor = 'black', linewidth = 2, ecolor = 'blue',label='我是图例',hatch = '/')\n",
    "\n",
    "plt.title('基础柱状图—添加填充样式',fontsize=18) #设置标题\n",
    "plt.xlabel('我是X轴',fontsize=14) #设置x轴\n",
    "plt.ylabel('我是Y轴',fontsize=14) #设置y轴\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础柱状图——填充不同样式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 485,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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MoapeUNXbtcLu+O7spJT4r2yWpvt3+YYyf39eCOcGkQZVFTiXpL9RGBfOZMDiue+P+94Utk75OzjN33fgNKOA0+BvgXO5HAB+FcBjIlK8lxpRKnDGjKhGVPUxEVnm3lk4BWeGpdn9rxGzi+sBZ5f5Ve73xgrrkVwLMXtX5mY4lxIXua8vzM4VLqd1uJfg2uccS2E2ptDUNLiv3YxLZ96K78os1LfAidiZcscqbA5b+GXeJCJtcH4pf09V/92tuyAit8BZuH9QRP6XqhZuIij8W7RyzszbAJwZn38A8DIA54u+X7gjsBnlsz7nRVXfUOLpDjgzVy+Cs+atyf25L4STZfl2AH/lfu8SItIJ5+aPZ8HZLqPYNJz4oq1w1mAtg7MWsOzWIDV2WeNb9L95Q/GfblNblvu6izXunbdvg/PezsDZzPc+OLN9hws/R1W/KU6m7PtFZArOnck/0kvzVolSgY0ZUW29A84M0gxKX3YsXkdTCMV+F5wYoIKLC/FV9TCcRdeFXeBfi9lNQafh3GBwDk7TVGqLieY5f34ezua1Fy99won0eajomBbCmR2ae7dfYYzVcG4euBLOJdiLVLVbnA1p/w5O/ubL3aaz8G/RX7v/lTM3vgqowb9jIvLbcGbwHgWwXVV7Ct9T1a+Jk3SwG8CfwVnL97fu657rfv0qOLNAr1bVJy4dHXvhrCcs3oT1OIqSFDwsgbOWq1pV1YrIK+E0iK9A6b87wGwz3lzm+0DlKzPdcDbxfReAf/G4SeF34GyvUdiQ+U0VaokSi40ZUW3dDuB2nZNpWI5cHooNVf0onEtnc70fzuzSOQBP66Vh1r+H2c1AixV+oS5wx77sUqEPxWP9FM56qMvuwFTVv3fXEH2paCawMCvz66r62Wp+mIj8FpxIqEpNQVi+CKeZ3lM0W3SRquYBvMddY9VT9K3H4dzh+NcAPqRz9n9zX/tZzIaVz0cG3nuvFau2dgTOlh5H4czKlnLJ358yyu6H5t7ksa+ag3H/Pr/JXauY0QqbDRMlmVS4sYeIqCbcdWIdcLYMmRu6TTFwm+fGSov0qxhjsTvGZQ0pEZXGxoyIiIjICN6VSURERGQEGzMiIiIiIxK7+H/58uW6fv36uA+DiIiIyNOhQ4eGVbXNqy6xjdn69etx8GCtovGIiIiI5k9EjldTx0uZREREREawMSMiIiIygo0ZERERkRFszIiIiIiMYGNGREREZAQbMyIiIiIj2JgRERERGcHGjIiIiMgINmZERERERrAxIyIiIjKCjRkRERGRETVrzESkWUS+Oue594jIf7hfLxeR/xSRwyLygVodFxEREZEVNWnMRGQhgEMAXln03DoANxeV3QbgXgBbAbxGRK6qxbERERERWVGTxkxVz6vqFgD9RU9/FMD7ih5fD2C/ql4A8CCAl9Xi2IiIiIisiGWNmYi8EcBjAH5U9PQzAYy5X+cBLCvxultF5KCIHDx16lT0B0pERERUQ3Et/r8RwMsB7AWwXUTeCWAYQMb9fsZ9fAlVvUNVd6jqjra2tpodLBEREVEtNMXxQ1X1jQAgIusBfEpVPy4iKwC8SkQeBXAdnEudRETkw+7du+M+hMik+dySIM3vv6Vzi6UxK+NjAL4M4E0Avqqqx2I+HiKiZDrQX/Zbo+fPoHeoD13ZDgC4+HXrwiWh/OjIxt+5OoSjo6Du/fRdmJqZwoLGZgDA5MwUmhub0dqyGB3LVmHV0uUAgIH8MPpOD2B0/Kz5+ptufVON3r3q1LQxU9WNcx7nALzC/XoYwItreTxERGm1+5W3lP1e7vQAPnvoXgDAnje8D+uXrQr1Z4c9/u79e8I4LArBxPQkXt/1Uog4j1WBJ073Y+e6LfjNF/wCmhudtmJqZhp7vncPHj5+GBuWrTZb/8ATP4j+TfOJG8wSERFRVdZksugfO3nx8U/GhrBz3RbcUtQEAUBzYxNufcFN2Llui+n6/PjZEN6VcLExIyKqI7nTA7ir5368dftr8dbtr8VdPfcjd3ogMeNTvJa2LAIA/OzcGH52bgwCwerMCjQ1Xn4BrqmxCaszK0zXAzK/NyJCbMyIiOpEoWn65S0vx/plq7B+2Sr88paXh9Y8RT0+xW/kXB75iaexYtEyrFi0DPmJp/HEz35atv6Jn/3UdP3EzGR1J15Dlhb/ExFRROY2TQXFzdPc71kan2xobmzCn7z8N7DpWRugqugdehLfeeqHZesXLWgxXT+Qt7cnKhszIqKUK9c0FQRtnqIef/T8GbT6egVFZVt7JzavdO7jExFsXrkRz812QFUhcullQVXFbzz/dWhsaDRbn11y2V72seOlTCKiFPNqmgrme9mxFuP3DvVVXU/RapDL12Q1NjRe1gQBTuNTaIIs11vDxoyIKKWqbZoK/DZPtRq/sCcaUT1gY0ZElEJ+m6aCapunWo4f1ua3FL1vPXEI33riUGLrLWBjRkSUMqPnzwRabO/VPM23KavV+BQPVcU9vd/GPb3fhqomrt4KNmZERCnTO9QXuKkp1zyF1TRFPT7VlqriyMkcRs6fwcj5MzhyMlexGbJWbwnvyiQiSpmubEcoTc3cuykBhNo0RT0+he9ArgeH+o9g++rnAAAO9R/BN584iNzIIJ6ePI8lVzwDAHD7g1/AogULsf7Klbh+ww6z9QP5YayCrRxWNmZERCkT5pqsQvNUyL586/bXhto0RT0+hWtBYzO2rJyNvd6yciO++5MfYmz87CUZlM98RgZPnO7H4gULTddnF9vbLoONGREREVVle3tnyQxKgeBg/xGsaXUij4ozK5sM1zc22FvRZe+IiIgokNHzZ0Ibi9maVKyhRCOThEzMSvXWsDEjIkqZ3qG+RGRfMlszPaxnYnrVW2K/dSQiIl+6sh3msy+ZrZku1jMxveotYWNGRJQyrQuXmM6+9Ds+2VFqx4kkZGJWqreGlzKJiFLIcval3/HDXDNHwZTqaZKSiVmu3ho2ZkREKWU1+9Lv+Awxp3rCxoyIKMUsZl/6HZ8h5vZYy7hMU4YmGzMiopRLevYlQ8xtsZZxGazes7zm2JgREdUBZl9SGFRhKuMyaP3w06PVnXgN8a5MIqI6wexLCuq+ow/j+Ohg7BmXYdU/lOvGTdhUo3evOmzMiIjqCLMvKYiJ6Umsa10Ze8ZlWPWZFnuXyXkpk4iIiKqyJpNF/9jJi4+LMyhLZWjuXLfFdH1+/GwI70q42JgREdURZl9SEEtbFgGwkXEZRj1gb18zNmZERHWC2ZcU1Mi5vKmMy6D1EzOT1Z14DXGNGRFRHWD2JYWhubHJVMZl0PqB/KnqTryG2JgREaWctexLv+OPnj+DVl+voKhsa+/EZndRfdwZl2HUZ5csC+mdCQ8vZRIRpZjF7Eu/4zOSyY6GElmTScnELFdvDRszIqKUspp96Xd8RjJRPWFjRkSUQpazL/2Oz0im5LCWcWk5E7McNmZERCkzev6M6ezLqMeneNjOxDQYilkGGzMiopTpHeozn33JbM10sZ6J6VVvCe/KJCJKma5sRyKyL5mtmTwHcj041H8k9ozLsOoH8sNYhdU1eveqw8aMiChlwlyTxWxNKragsdlExmVY9dnF9rbLYGNGREREVdne3lkyg1IgONh/BGtancij4szKJsP1jQ32VnTZOyIiIgpk9PyZ0MZitiYVayjRyCQhE7NSvTVszIiIUqZ3qC8R2ZfM1kwP65mYXvWW2G8diYjIl65sh/nsS2Zrpov1TEyvekvYmBERpUzrwiWmsy/9jk92lNpxIgmZmJXqreGlTCKiFLKcfel3/DDXzFEwpXqapGRilqu3ho0ZEVFKWc2+9Ds+Q8ypnrAxIyJKMYvZl37HZ4i5PdYyLtOUoVmzxkxEmkXkq0WPPyci3xGRr4hIk4i0iMjXROQxEfmCJGG+kYgoAZKefckQc1usZVwGq/csr7maNGYishDAIQCvdB9fC6BJVV8EYCmAVwF4M4B+Vd0K4MpCLRERBcfsSwqDKkxlXAatH356tLoTr6Ga3JWpqucBbBGRY+5TQwA+6n5daA6vB3C3+/U3AbwMwL5aHB8Ft3v37rgPITJpPjeqL8y+pKDuO/owjo8Oxp5xGVb9Q7lu3IRNNXr3qhPLdhmq+l8AICKvB3ABTgP2OwDG3JI8gM65rxORWwHcCgBr166tybGSDwf6Sz799aPfwforV+I5K9YBAI6cPI7jI4P4uc4X2a/faSvcligoZl9SEBPTk1jXujL2jMuw6jMt9i6Tx7aPmYj8PIB3A3idqk6LyDCAjPvtDIDhua9R1TsA3AEAO3bsMHhlmHa/8pbLnsuPP42XPHsbbuq6DgBwT++DePDJR0vWWqrfvX9PFWdMRFQ/1mSy6B87GXvGZVj1+fGzEb1T8xdLYyYizwLw+wBerapPu0/fD2et2d1wLmt+OI5jo/A9f81z8a0nfnDx8bee+MHF6eUk1BOlSXE2JRD+pcaox6d4LW1ZBMDJoARQVWblwf4jZusBe/cZxjVjdjOAlQC+4d58+RkA/wzgF0WkB8BjcBo1SoFdW1+J6QszePDJRyEAXri2C7u2lr+3w1o9UVqUWogfZvxR1ONT/EbO5THdMoP1V64EAPScOVZVZqXV+omZybK1calpY6aqG90/bwdwe4mSG2t5PFQbIoJfu+Y1+LVrXpPIeqI0YPYlhaG5sclUxmXQ+oH8qepOvIaYlUlElHLWsi/9jj96/gxafb2CorKtvROb3UX1cWdchlGfXbIspHcmPNz5n4goxSxmX/odn5FMdjSU2Ps9KZmY5eqtYWNGRJRSVrMv/Y7PSCaqJ2zMiIhSyHL2pd/xGcmUHNYyLi1nYpbDxoyIKGVGz58xnX0Z9fgUD9uZmMnZ+pSL/yk0qsCd3fvw/Z/8CArgmvZOvHnbq0te63fqFXsf22+2PjcyiK3gzv+UPL1Dfbjt2l2hZV8WN0hRZGtGMT7VVnEGJeDkaT5nxfqK/95aqreEjRmFpufEMYyNn8VLN1wDwNm4tamhEb/6vFeVrP+nR7+OQ/1HzNY/8sBhbK3y3Iks6cp2JCL7ktmayXMg14ND/Udiz7gMq34gP4xVxj6AszGj0Azmh3Hz9hsuRh0BwLeffLRsI/SDnx7FSzdcY7Z+b/f+MmdKZFuYa7KYrUnFFjQ2m8i4DKs+u9jedhlszCg0pSaIK13VT0I9ERHN2t7eiWYDGZdh1Tc22Ftqz8aMQrMq02Yq4zJofW5kEEzQpCQaddfVhIHZmlSsoUQjk4RMzEr11tg/QkqMTdkN2Lh8tZmMy6D17Zk2z3Mmsqh3qA+50wPmsy+ZrZke1jMxveotYWNGoRGBqYzLoPW79++p6nVE1nRlO8xnXzJbM12sZ2J61VvCxoyIKGVaFy4xnX3pd3yyo9R2YEnIxKxUb429VW9ERBSY5exLv+OHuWaOginV0yQlE7NcvTVszIiIUspq9qXf8RliTvWEjRkRUYpZzL70Oz5DzO2xlnGZpgxNNmZERCmX9OxLhpjbYi3jMli9Z3nNcfE/Rc56JqZXPVEaMPuSwqAKUxmXQeunZqbRxkgmqjfWMzG96onSgtmXFNR9Rx/G8dHB2DMuw6p/KNeNm7CpRu9eddiYUeSsZ2J61ROlCbMvKYiJ6Umsa10Ze8ZlWPWZFnuXybnGjCKXhExMg8sMiIjMWZPJon/s5MXHxRmUpTI0d67bYro+P342hHclXJwxo8hZz8T0qidKE2ZfUhBLWxYBgImMyzDqS39UjxcbM4qc9UxMr3qitGD2JQU1ci6P6ZYZMxmXQesnZibL1saFjRlFznomJlE9YPYlhaG5sclUxmXQ+oH8qepOvIbYmBERpZy17Eu/44+eP4NWX6+gqGxr78Rmd1F93BmXYdRnlywL6Z0JDxf/ExGlmMXsS7/jM5LJjoYS+4MlJROzXL01bMyIiFLKaval3/EZyUT1hI0ZEVEKWc6+9Ds+I5mSw1rGpeVMzHLYmBERpczo+TOmsy+jHp/iYTsTMzm7VXLxP4VGFbize5+ZjMug9bmRQWw1lqFGVI3eoT7cdu0u09mXzNZMF+uZmF71lrAxo9D0nDiGsfGzZjIug9Y/8sBhbK3y3Iks6cp2JCL7ktmayXMg14ND/Udiz7hqUEfyAAAgAElEQVQMq34gP4xVxj6AszGj0Azmh3Hz9hvMZFwGrd/bvb/MmRLZFuaaLGZrUrEFjc0mMi7Dqs8utrddBhszCo21jMsw6omIaNb29s6SGZQCwcH+I1jTugLApZmVTYbrGxvsLbVnY0ahWZVpM5VxGbQ+NzIIJmhSEo2662rCwGxNKtZQopFJQiZmpXpr7B8hJcam7AZsXL7aTMZl0Pr2TJvnORNZ1DvUh9zpAfPZl8zWTA/rmZhe9ZawMaPQiMBUxmXQ+t3791T1OiJrurId5rMvma2ZLtYzMb3qLWFjRkSUMq0Ll5jOvvQ7PtlRajuwJGRiVqq3xt6qNyIiCsxy9qXf8cNcM0fBlOppkpKJWa7eGjZmREQpZTX70u/4DDGnesLGjIgoxSxmX/odnyHm9ljLuExThiYbMyKilEt69iVDzG2xlnEZrN6zvOa4+J8iZz0T06ueKA2YfUlhUIWpjMug9VMz02hjJBPVG+uZmF71RGnB7EsK6r6jD+P46GDsGZdh1T+U68ZN2FSjd686bMwoctYzMb3qidKE2ZcUxMT0JNa1row94zKs+kyLvcvkNVtjJiLNIvJV9+sWEfmaiDwmIl8Qx2XP1erYKFpJyMQ0uMyAiMicNZks+sdOXnxcnEFZKkNz57otpuvz42dDeFfCVZMZMxFZCOC7AK5yn3ozgH5VvVFEvgbglQDWlnhuXy2Oj6JlPRPTq54oTZh9SUEsbVkEACYyLsOoL/1RPV41acxU9TyALSJyzH3qegB3u19/E8DLAKwr8RwbsxSwnonpVU+UFsy+pKBGzuUx3TJjJuMyaP3EzGTZ2rjEtcbsmQAK7WoeQGeZ5y4hIrcCuBUA1q5dG/1RUiisZ2IS1QNmX1IYmhubTGVcBq0fyJ+q7sRrKK7GbBhAxv064z5eXOK5S6jqHQDuAIAdO3ZwWRARURWsZV/6HX/0/Bm0+noFRWVbeyc2u4vq4864DKM+u2RZSO9MeOLaYPZ+AIVb4K4H8ECZ54iIKACL2Zd+x2ckkx0NJe7LS0omZrl6a+JqzP4ZQLuI9AA4DacpK/UcERHNk9XsS7/jM5KJ6klNGzNV3ej+OaGqN6rqFlX9NXVc9lwtj42IKE0sZ1/6HZ+RTMlhLePSciZmOczKJCJKmdHzZ0xnX0Y9PsXDdiZmcuZ6uPM/hUYVuLN7n5mMy6D1uZFBbDWWoUZUjd6hPtx27S7T2ZfM1kwX65mYXvWWsDGj0PScOIax8bNmMi6D1j/ywGFsrfLciSzpynYkIvuS2ZrJcyDXg0P9R2LPuAyrfiA/jFXGPoCzMaPQDOaHcfP2G8xkXAat39u9v8yZEtkW5posZmtSsQWNzSYyLsOqzy62t10GGzMKjbWMyzDqiYho1vb2zpIZlALBwf4jWNO6AsClmZVNhusbG+wttWdjRqFZlWkzlXEZtD43MggmaFISjbrrasLAbE0q1lCikUlCJmalemvsHyElxqbsBmxcvtpMxmXQ+vZMm+c5E1nUO9SH3OkB89mXzNZMD+uZmF71lrAxo9CIwFTGZdD63fv3VPU6Imu6sh3msy+ZrZku1jMxveotYWNGRJQyrQuXmM6+9Ds+2VFqO7AkZGJWqrfG3qo3IiIKzHL2pd/xw1wzR8GU6mmSkolZrt4aNmZERCllNfvS7/gMMad6wsaMiCjFLGZf+h2fIeb2WMu4TFOGJhszIqKUS3r2JUPMbbGWcRms3rO85rj4nyJnPRPTq54oDZh9SWFQhamMy6D1UzPTaGMkE9Ub65mYXvVEacHsSwrqvqMP4/joYOwZl2HVP5Trxk3YVKN3rzpszChy1jMxveqJ0oTZlxTExPQk1rWujD3jMqz6TIu9y+RcY0aRS0ImpsFlBkRE5qzJZNE/dvLi4+IMylIZmjvXbTFdnx8/G8K7Ei7OmFHkrGdietUTpQmzLymIpS2LAMBExmUY9aU/qseLjRlFznomplc9UVow+5KCGjmXx3TLjJmMy6D1EzOTZWvjwsaMImc9E5OoHjD7ksLQ3NhkKuMyaP1A/lR1J15DbMyIiFLOWval3/FHz59Bq69XUFS2tXdis7uoPu6MyzDqs0uWhfTOhIeL/4mIUsxi9qXf8RnJZEdDif3BkpKJWa7eGjZmREQpZTX70u/4jGSiesLGjIgohSxnX/odn5FMyWEt49JyJmY5bMyIiFJm9PwZ09mXUY9P8bCdiZmc3Sq5+J9Cowrc2b3PTMZl0PrcyCC2GstQI6pG71Afbrt2l+nsS2Zrpov1TEyvekvYmFFoek4cw9j4WTMZl0HrH3ngMLZWee5ElnRlOxKRfclszeQ5kOvBof4jsWdchlU/kB/GKmMfwNmYUWgG88O4efsNZjIug9bv7d5f5kyJbAtzTRazNanYgsZmExmXYdVnF9vbLoONGYXGWsZlGPVERDRre3tnyQxKgeBg/xGsaV0B4NLMyibD9Y0N9pbaszGj0KzKtJnKuAxanxsZBBM0KYlG3XU1YWC2JhVrKNHIJCETs1K9NfaPkBJjU3YDNi5fbSbjMmh9e6bN85yJLOod6kPu9ID57Etma6aH9UxMr3pL2JhRaERgKuMyaP3u/Xuqet187N69O7Kx45bmc0uKrmyH+exLZmumi/VMTK96S9iYEcXlQH/cRxC+nbbubqpXrQuXmM6+9Ds+2VFqO7AkZGJWqreGjRlRTHKnB/HWHa+N+zBC89mD92K9sdvO69l8m6f5ZF9GPT5DzO0o1dOICBqldGZl6TFs1Vtj73YEIiIKhdXsS7/jM8Sc6glnzIhisn7ZSrx0w/a4DyM033ryB95FVHPVzmyFkX0Z1fgMMbenkD9Z7b9hVust4owZEVHKJT37kiHmtljLuAxW71lec5wxo8hZz8T0qidKA2ZfUhhUYSrjMmj91Mw02oytjWVjRpGznonpVU+UFsy+pKDuO/owjo8Oxp5xGVb9Q7lu3IRNNXr3qsPGjCJnPRPTq54oTZh9SUFMTE9iXevK2DMuw6rPtNi7TM41ZhS5JGRiGlxmQERkzppMFv1jJy8+Ls6gLJWhuXPdFtP1+fGzIbwr4eKMGUXOeiamVz1RmjD7koJY2rIIAExkXIZRX/qjerzYmFHkrGdietUTpQWzLymokXN5TLfMmMm4DFo/MTNZtjYubMwoctYzMYnqAbMvKQzNjU2mMi6D1g/kT1V34jVUdWMmIg2qemG+3ycionhYy770Oz4jmezY1t6Jze6i+rgzLsOozy5ZFtI7Ex4/M2bTInIBwDSctdIK5+JsA4BGAAMA1lYzkIgsAvBFAMsBHADwQQBfBtAK4F5V/QMfx0WUSLnTg6Z3n/Yrd3qQWZkGWcy+9Dt+71AfduLqquopWg0l9gdLSiZmuXpr/NyV+VMAGwA8B8AwgKvdrzsBDAL47z7GehOA76jqTgBdAP4BwL0AtgJ4jYhc5WMsIiIqwWr2pd/xGclE9aTijJmIbAIwhdndBBZg9haG4q+nVLX8arvLjQJYJyKNABYCuAbAX6vqBRF5EMDLADxe4nhuBXArAKxdW9XkHJFZzMqkKFnOvvQ7fmFPNLLPaiZmkv6t9ZoxOwTgewC+C2BVma+/O4+f+2UArwbwBIAfA8gDKNy7mgdQ8qKvqt6hqjtUdUdbW9s8fiwRUfqNnj9jOvsy6vEpHrYzMZOzW2XFGTNVvaLwtYj0qWqH+/WTqvrsou896fPnvg/A36vqp0TkTgBXAci438sAOO5zPDJAFbize5+ZjMug9bmRQWzlmilKoN6hPtx27S7T2ZfM1kwX65mYXvWW+Fn83yoifwzn8uWVIvInRd+7UkT+WFX/osqxlgAYd7+eAPAIgFeJyKMArgPwUR/HRUb0nDiGsfGzZjIug9Y/8sBhbK3y3Iks6cp2JCL7ktmayXMg14ND/Udiz7gMq34gP4xVxj6AV9WYidNifgXAOgAzAP4FwEoAV8BZg/YlABvLDnC5TwD4ZxH5bQBPAXg9gH+Dc1PAV1X1mI+xyIjB/DBu3n6DmYzLoPV7u/eXOVMi21oXhpf/x2xNKragsdlExmVY9dnFCdwuQ0QyAIZUtcV9/DoAWfcy5M8AbFPVp/z8UFXNAdg55+kX+xmD7LGWcRlGPRERzdre3lkyg1IgONh/BGtaVwC4NLOyyXB9Y4O9yHCvuzKXATgPYEZEtgJ4C5wtMjLulhYXAPyViAwBWKCq7476gMmuVZk2UxmXQetzI4NggiYl0ai7riYMzNakYg0lGpkkZGJWqrem7BGKyDPgLML/DzgN2FIA5+CsDXsGgKcB9APIAuiDs/Es1bFN2Q3YuHy1mYzLoPXtGd75S8nUO9SH3OkB89mXzNZMD+uZmF71lpRtzFT1nIg8D85i/BsBfBbOJrAPAWhV1T9z9yFboap/Um4cqh8iMJVxGbR+9/49Vb2OyJqubIf57Etma6aL9UxMr3pLvLbLeEJEBgD8HZxLmG8E8CEAd7klfQCYBE1EZEjrwiWmsy/9jk92lNoOLAmZmJXqranmYusEgJ9X1SkAnxOR/x9AIY796wAejurgiNKMWZkUJcvZl37HZ4i5HaV6mqRkYpart6aa2xHeBuDBwgNVPanuFrqqOqiqR6M6OCIimj+r2Zd+x+8d6vOsJUqLambM3gHgT0XkIwD+TlXzER8TUV1gVibVgsXsS7/jM8TcHmsZl/Ott8hzxkxVN8PZJuM6AMdF5AMisl5ElhX/F/mREhHRvCQ9+zLMDXMpOGsZl8HqPctrrqoNPVR1H4B9IvIaOAv/f7/o2wJn385kXLylmrOeielVT5QGzL6kMKjCVMZl0PqpmWm0GVsbW20k0wsBvAfOHZhfAPBJAGMRHheliPVMTK96orRg9iUFdd/Rh3F8dDD2jMuw6h/KdeMmbKrRu1edaiKZHgFwFZxmbKOqnoz8qChVrGdietUTpQmzLymIielJrGtdGXvGZVj1mRZ7l8mrmTG7G8AnVfVs1AdD6ZSETEyDywyIiMxZk8mif+xk7BmXYdXnx+21Np6Nmap+aO5zItKiquNFj5cCaFDV0ZCPj1LAeiamVz1RmjD7koJY2rIIAExkXIZRX/qjerx8p3mKyAIAPXAubxa0AfghgIUhHReliPVMTK96orRg9iUFNXIuj+mWGTMZl0HrJ2Ymy9bGxVdjJiKiqpMiMuk+/pSq/iaAk37HovphPROTqB4w+5LC0NzYZCrjMmj9QP5U2dq4VGymROQCgEkAF+Bsh/ETABvdxwDwEvfPp4ueIyIiQ6xlX/odn5FMdmxr78Rmd1F93BmXYdRnl9jbhtVrlutxAD8H4Bvun1+b8/0J908BcD7cQyNKN2ZlUi1YzL70O37vUB924uqq6ilaDSX2B0tKJma5emu8dv6fVNXjRX/OvXlt2v1zKYDhsA+OiIjmz2r2pd/xGclE9WS+68LWiMjnAax1/1wC4InwDoso/ZiVSVGynH3pd/zCnmhkn9VMzCT9W+uZlVnG0wAeBPBe989nAvh6WAdFRETzN3r+jOnsy6jHp3jYzsRMzm6V850xG1HVTwOAiCwB8EcAPhvWQVEyqQJ3du8zk3EZtD43MoitXDNFCdQ71Ifbrt1lOvuS2ZrpYj0T06veEq/GbJGIvKToz4ur5kRkLZz9y94B4AOqOhLdYVIS9Jw4hrHxs2YyLoPWP/LAYWyt8tyJLOnKdiQi+5LZmslzINeDQ/1HYs+4DKt+ID+MVcY+gHs1Zo0A9sDZMuNTAE4Ufe/5AD4BoBXAf4pIg6pyy4w6Npgfxs3bbzCTcRm0fm/3/jJnSmRb68Lw8v+YrUnFFjQ2m8i4DKs+uzhh22Wo6vq5z4kzD9ikqncDuFtEXg7gzwG8Q0R+RVX7IjlSMs9axmUY9URENGt7eyeaDWRchlXf2DDfpfbRmc8asyYAxwoPVPV+EfkmgL8AMBXWgVHyrMq0mcq4DFqfGxkEEzQpiUbddTVhYLYmFWso0cgkIROzUr01vo9QVacAvG7O0w2q+kfhHBIl1absBmxcvtpMxmXQ+vZMm+c5E1nUO9SH3OkB89mXzNZMD+uZmF71llTdmIlIE4DbVPVDc57vAvCwiHwNwC2qei7kY6SEEIGpjMug9bv376nqdUTWdGU7zGdfMlszXaxnYnrVW+LZmInIVQDeBGcd2W0i8l0A74TThOUB/BjAjQC+BeD9AJJx5kREKdW6cInp7Eu/45MdpbYDS0ImZqV6a7xCzNcD+B6AO1V1RkSmAJwGsBDAj0TkN1X16yLyBgDfVVU2ZURVYlYmRcly9qXf8RlibkepniYpmZjl6q2peDuCquYAvElV3z77lPaq6s8DeAuAfxCR+wHcBGBXpEdKRES+WM2+9Dt+7xBv9qf64TVj9osApkTkRgALACwRkd+FE8H0XDgzZ88D8Duq+lTUB0uUJszKpFqwmH3pd3yGmNtjLeNyvvUWea0x+98AJuBsMDsO4AoAHQB+CuAfAbwVwAsAfFZEvuKuOSMiIkO8mqcwsy+jGD/MDXMpuEIGJQBc9+xrPNdsWa7PtCw2t4el1wazLxSRV6nqPgAQkT5VfbeIPA/AYrcR+w8R+T6APwPwu9EfMiWN9UxMr3qiNGD2JYVBFaYyLoPWT81Mo83Y2livS5mvAfAxAP/NfapwP0YrnNm0wj4EfwMgvB0NKVWsZ2J61ROlBbMvKaj7jj6M46ODsWdchlX/UK4bN2FTjd696nhdyrwfwAoRuct93OZ+vQjAdUXPTwO4D8DhaA6Tksx6JqZXPVGaMPuSgpiYnsS61pWxZ1yGVZ9psXeZ3OtS5qSI/CeAAQCPAngZgHvdb3cB6AHwEwDLAHxKRP5dVTlzRpdIQiZmpXoiInKsyWTRP3Yy9ozLsOrz42cjeqfmr5qd/w/CuQHg8wD+TFU/BwAicj2AU0WPXwNgBXhJk+awnonpVU+UJsy+pCCWtiwCABMZl2HUl/6oHq9qGrMfALgSQDOcuzMLugHcAOAfAEBVeR2ISrKeielVT5QWzL6koEbO5THdMmMm4zJo/cTMZNnauHg2Zqr6laKHVxV9/Y9wbgwgqsh6JiZRPWD2JYWhubHJVMZl0PqB/KnqTryGqg4xn0tVR8M8ECIiioa17Eu/4zOSyY5t7Z3Y7C6qjzvjMoz67JJlIb0z4Zl3Y0ZEwTArk2rBYval3/F7h/qwE1dXVU/RaiixP1hSMjHL1VtTMSuTiIiSy2r2pd/xGclE9YQzZkQxYVYmRcly9qXf8Qt7opF9VjMxk/RvLWfMiIhSZvT8mdCyL0vNbIWZrRnF+BSPQgblPb3fhqr37pDW6q2IbcZMRN4L4BcBjAC4GcDdcKKe7lXVP4jruGj+VIE7u/eZybgMWp8bGcRWrpmiBOod6sNt1+4ynX3JbM10sZ6J6VVvSSyNmYg8G0CXqr5IRN4N4CNwEgU+COBREfmMqj4ex7HR/PWcOIax8bNmMi6D1j/ywGFsrfLciSzpynYkIvuS2ZrJcyDXg0P9R2LPuAyrfiA/jFXGPoDHNWP2cgBXisi3AQwBWA3gb1X1gog8CCf66bLGTERuBXArAKxdu7aGh0vVGMwP4+btN5jJuAxav7d7f5kzJbKtdWF4+X/M1qRiCxqbTWRchlWfXWxvu4y41pi1wYlzegmcpuwFAAr5CHk42ZuXUdU7VHWHqu5oa2urzZFS1axlXIZRT0REs7a3d6K5RAblznVb0D928uLzxZmVlusbG+wttY9rxiwP4Kj79ZNwMjYz7uMMgONxHBQFsyrTZirjMmh9bmQQTNCkJBo9H15kMbM1qVhDiUYmCZmYleqtiesIDwH4XffrjXCatFeJyKMArgPw0ZiOiwLYlN2AjctXm8m4DFrfnuGsLCVT71AfcqcHzGdfMlszPaxnYnrVWxJLY6aqj4jIW0Tk+wB+DOA9AL4M4E0Avqqqx+I4LgpGBKYyLoPW796/p6rXEVnTle0wn33JbM10sZ6J6VVvSWxzeqr69jlPvTiWAylj9+7dcR9CZNJ8bkTkLP63nH3pd3yyo9R2YEnIxKxUb439i61xOtBf8unR82fQO9SHrmxHqHc/1WT8nbZuC65nzMqkKFnOvvQ7PkPM7SjV0yQlE7NcvTVszDzsfuUtlzwu/KMSdPPGcqIcn5fmiOqL3+YpSPZllOPfcvf7IwsxT/MVhDSfW5qxMfMh6h2pox6fnzptYVYm1YLF7Eu/40ceYl7m6kiiRXx1xFrG5XzrLWJjVqWkN2W50wPoHeqL7FMnEdnl1TyFmX0ZxfhRLBmZa+7VkSSL+upIIYMSAK579jWea7Ys12daFpvbw5KNWRXS0JTd1XN/9J86y7CeielVT5QGzL6kMKjCVMZl0PqpmWm0GVsby8bMQ1qasuLIk1qznonpVU+UFsy+rM65yXF87ccPAQBuvPpaPGNBS6Lqp2am0VyxYv7uO/owjo8Oxp5xGVb9Q7lu3IRNEb1b88PGrILR82dS05TF+Y+i9UxMr3qiNGH2pbev/fghfNVthEQEv+SxZYe1+sdPPYUurK9YM18T05NY17oy9ozLsOozLdFfJvfLXkiUIb1DfYltmqw0ZUAyMjEr1RMRkWNNJmsi4zKs+vz42RDelXBxxqyCrmxHIpsmS00ZYD8T06ueKE2YfentxquvvbhG6bXP2Zm4+qva1nrWzNfSlkUAYCLjMoz60h/V48XGrIIo7gSqt6YMsJ+J6VVPlBbMvqzOMxa0eF4utFzfHGFQ98i5PKZbZsxkXAatn5iZLFsbFzZmNVSPTRlgPxOTqB4w+5LC0NzYZCrjMmj9QP5UdSdeQ2zMaqRemzIiip+17Eu/43NzbDu2tXdis7uoPu6MyzDqs0uWhfTOhIeNWQ2wKaNSmJVJtWAx+9Lv+Nwc246GEvuDJSUTs1y9NbwrM2JsyogoLkGyL3OnB8yMH9fm2ERx4IxZhNiUUSXMyqQoWc6+9Dt+XJtjk39WMzGT9G8tZ8wiwqaMiOISdHNsr5mtMLM1oxif4lHIoLyn99tQ9d4d0lq9FZwxi0C9NmWqwJ3d+8xkXAatz40MYivXTFEC9Q714bZrd5nOvmS2ZrpYz8T0qreEjVnI6rUpA4CeE8cwNn7WTMZl0PpHHjiMrVWeO5ElYW2OXS/Zmr0nnsS5yfHYMy6jrg/DgVwPDvUfiT3jMqz6gfwwVhn7AM7GLET13JQBwGB+GDdvv8FMxmXQ+r3d+8ucKZFtYW6OXQ/ZmkeHn8K9Rw7EnnEZdX0YFjQ2m8i4DKs+u5jbZaRWvTdlgL2MyzDqiYho1vb2zpIZlALBwf4jWNO6AsClmZVNhusbG+wttWdjFgI2ZY5VmTZTGZdB63Mjg2CCJiXRqLuuJgz1kK3Z2bbORMZl1PVhaCjRyCQhE7NSvTX2j9A4NmWzNmU3YOPy1WYyLoPWt2faPM+ZyKLeoT7kTg+Yz760kq3Zle2oan2WtUxMv/VRsp6J6VVvCRuzANiUXUoEpjIug9bv3r+nqtcRWdOV7TCffclszXSxnonpVW8JG7N5YlNGRFa1LlxiOvvS7/hkR6ntwJKQiVmp3ho2ZvPApozCwKxMipLl7Eu/4zPE3I5SPU1SMjHL1Vtj73YE49iUEVFSWM2+9Dt+71CfZy1RWnDGzIekN2X81GkLszKpFixmX/odnyHm9ljLuJxvvUWcMatS0puy3OkBfuokqlNJz74Mc8NcCs5axmWwes/ymuOMWRXS0JTd1XN/bJ86rWdietUTpQGzLykMqjCVcRm0fmpmGm3G1sayMfOQlqasOPKk1qxnYnrVE6VFvWRfBmUt49Jv/dTMNJorVszffUcfxvHRwdgzLsOqfyjXjZuwKaJ3a37YmFUwev5MapqyOP9RtJ6J6VVPlCb1kH0ZlLWMS7/1j596Cl1YX7FmviamJ7GudWXsGZdh1Wda7F0m5xqzCnqH+hLbNFlpyoBkZGIaXGZARGTOmkwW/WMnLz4uzqAslaG5c90W0/X58bMhvCvh4oxZBV3ZjkQ2TZaaMsB+JqZXPVGa1EP2ZVDWMi791l/VttazZr6WtiwCABMZl2HUl/6oHi82ZhVEcSdQvTVlgP1MTK96orSol+zLoKxlXPqtb44wqHvkXB7TLTNmMi6D1k/MTJatjQsbsxqqx6YMsJ+JSVQPmH1JYWhubDKVcRm0fiB/qroTryE2ZjVSr00ZEcXPWval3/G5ObYd29o7sdldVB93xmUY9dkly0J6Z8LDxqwG2JRRKczKpFqwmH3pd/zeoT7sxNVV1VO0GkrsD5aUTMxy9dbwrsyIsSkjorhYzb70Oz4jmaiecMYsQmzKqBJmZVKULGdf+h0/rs2xyT+rmZhJ+reWM2YRYVNGRHEJujl20rM1KR62MzGTs1slZ8wiUK9NmSpwZ/c+MxmXQetzI4PYyjVTlEC9Q3247dpdprMvma2ZLtYzMb3qLWFjFrJ6bcoAoOfEMYyNnzWTcRm0/pEHDmNrledOZElYm2PXS7Zm74kncW5yPPaMy6jrw3Ag14ND/Udiz7gMq34gP4xVxj6AszELUT03ZQAwmB/GzdtvMJNxGbR+b/f+MmdKZFuYm2PXQ7bm0eGncO+RA7FnXEZdH4YFjc0mMi7Dqs8u5nYZqVXvTRlgL+MyjHoiIpq1vb2zZAalQHCw/wjWtK4AcGlmZZPh+sYGe0vtY23MROQ9AG4AsAvAlwG0ArhXVf8gzuPyi02ZY1WmzVTGZdD63MggmKBJSTTqrqsJQz1ka3a2rTORcRl1fRgaSjQyScjErFRvTWxHKCLrANwM4BSA2wDcC+CDAB4Vkc+o6uNxHZsfbMpmbcpuwMblq81kXAatb8+0eZ4zkUW9Q33InR4wn31pJVuzK9tR1fosa5mYfuujZD0T06vekjhbx48CeB+A9wC4HsC7VPWCiDwI4GUAzDdmbMouJQJTGZdB63fv31PV64is6cp2mM++ZLZmuquigpMAAB2ASURBVFjPxPSqtySWxkxE3gjgMQA/cp96JoAx9+s8gJKr8UTkVgC3AsDatWsjPsrK2JQRkVWtC5eYzr70Oz7ZUWo7sCRkYlaqtyauGbMbAawF8HMAOgFcAJBxv5cBcLzUi1T1DgB3AMCOHTti2y2OTRmFgVmZFCXL2Zd+x2eIuR2lepqkZGKWq7cmltsRVPWNqnotnEX/hwB8AsCrRKQBwHUAHojjuKrBpoyIksJq9qXf8XuH+jxridLCyu0JH4NzV+abAHxVVY/FfDwlJb0p46dOW5iVSbVgMfvS7/gMMbfHWsblfOstirUxU9UcgFe4D18c46F4SnpTljs9gN6hPuzE1aGPTUS2eTVPYWZfRjF+mBvmUnCFDEoAuO7Z13iu2bJcn2lZbG4PSyszZqaloSm7q+f+2D51Ws/E9KonSgNmX1IYVGEq4zJo/dTMNNqMrY1lY+YhLU1ZceRJrVnPxPSqJ0qLesm+DMpaxqXf+qmZaTRXrJi/+44+jOOjg7FnXIZV/1CuGzdhU0Tv1vywMatg9PyZ1DRlcf6jaD0T06ueKE3qIfsyKGsZl37rHz/1FLqwvmLNfE1MT2Jd68rYMy7Dqs+02LtMbi8kypDeob7ENk1WmjIgGZmYse29QkSUIGsyWfSPnbz4uDiDslSG5s51W0zX58fPhvCuhIszZhV0ZTsS2TRZasoA+5mYXvVEaVIP2ZdBWcu49Ft/VVt0G7AvbVkEACYyLsOoL/1RPV5szCqI4k6gemvKAPuZmF71RGlRL9mXQVnLuPRb3xxhUPfIuTymW2bMZFwGrZ+YmSxbGxc2ZjVUj00ZYD8Tk6geMPuSwtDc2GQq4zJo/UD+VHUnXkNszGqkXpsyIoqftexLv+Nzc2w7trV3YrO7qD7ujMsw6rNLSkZzx4qNWQ2wKaNSmJVJtWAx+9Lv+Nwc246GEvuDJSUTs1y9NbwrM2JsyogoLlazL/2Oz0gmqiecMYsQmzKqhFmZFCXL2Zd+x49rc2zyz2omZpL+reWMWUTYlBFRXIJuju01sxVmtmYU41M8ChmU9/R+G6reu0Naq7eCM2YRqNemTBW4s3ufmYzLoPW5kUFs5ZopSqDeoT7cdu0u09mXzNZMF+uZmF71lrAxC1m9NmUA0HPiGMbGz5rJuAxa/8gDh7G1ynMnsiSszbHrJVuz98STODc5HnvGZdT1YTiQ68Gh/iOxZ1yGVT+QH8YqYx/A2ZiFqJ6bMgAYzA/j5u03mMm4DFq/t3t/mTMlsi3MzbHrIVvz6PBTuPfIgdgzLqOuD8OCxmYTGZdh1WcXc7uM1Kr3pgywl3EZRj0REc3a3t5ZMoNSIDjYfwRrWlcAuDSzsslwfWODvaX2bMxCwKbMsSrTZirjMmh9bmQQTNCkJBp119WEoR6yNTvb1pnIuIy6PgwNJRqZJGRiVqq3xv4RGsembNam7AZsXL7aTMZl0Pr2TJvnORNZ1DvUh9zpAfPZl1ayNbuyHVWtz7KWiem3PkrWMzG96i1hYxYAm7JLicBUxmXQ+t3791T1OiJrurId5rMvma2ZLtYzMb3qLWFjNk9syojIqtaFS0xnX/odn+wotR1YEjIxK9Vbw8ZsHtiUURiYlUlRspx96Xd8hpjbUaqnSUomZrl6a+zdjmAcmzIiSgqr2Zd+x+8d6vOsJUoLzpj5kPSmjJ86bWFWJtWCxexLv+MzxNweaxmX8623iDNmVUp6U5Y7PcBPnUR1KunZl2FumEvBWcu4DFbvWV5znDGrQhqasrt67o/tU6f1TEyveqI0YPYlhUEVpjIug9ZPzUyjzdjaWDZmHtLSlBVHntSa9UxMr3qitKiX7MugrGVc+q2fmplGc8WK+bvv6MM4PjoYe8ZlWPUP5bpxEzZF9G7NDxuzCkbPn0lNUxbnP4rWMzG96onSpB6yL4OylnHpt/7xU0+hC+sr1szXxPQk1rWujD3jMqz6TIu9y+RcY1ZB71BfYpsmK00ZkIxMTIPLDIiIzFmTyaJ/7OTFx8UZlKUyNHeu22K6Pj9+NoR3JVycMaugK9uRyKbJUlMG2M/E9KonSpN6yL4MylrGpd/6q9rWetbM19KWRQBgIuMyjPrSH9XjxcasgijuBKq3pgywn4npVU+UFvWSfRmUtYxLv/XNEQZ1j5zLY7plxkzGZdD6iZnJsrVxYWNWQ/XYlAH2MzGJ6gGzLykMzY1NpjIug9YP5E9Vd+I1xMasRuq1KSOi+FnLvvQ7PjfHtmNbeyc2u4vq4864DKM+u2RZSO9MeNiY1QCbMiqFWZlUCxazL/2O3zvUh524uqp6ilZDif3BkpKJWa7eGt6VGTE2ZUQUF6vZl37HZyQT1RPOmEWITRlVwqxMipLl7Eu/48e1OTb5ZzUTM0n/1nLGLCJsyogoLkE3x056tibFw3YmZnJ2q+SMWQTqtSlTBe7s3mcm4zJofW5kEFu5ZooSqHeoD7ddu8t09iWzNdPFeiamV70lbMxCVq9NGQD0nDiGsfGzZjIug9Y/8sBhbK3y3IksCWtz7HrJ1uw98STOTY7HnnEZdX0YDuR6cKj/SOwZl2HVD+SHscrYB3A2ZiGq56YMAAbzw7h5+w1mMi6D1u/t3l/mTIlsC3Nz7HrI1jw6/BTuPXIg9ozLqOvDsKCx2UTGZVj12cXcLiO16r0pA+xlXIZRT0REs7a3d5bMoBQIDvYfwZrWFQAuzaxsMlzf2GBvqT0bsxCwKXOsyrSZyrgMWp8bGQQTNCmJRt11NWGoh2zNzrZ1JjIuo64PQ0OJRiYJmZiV6q2xf4TGsSmbtSm7ARuXrzaTcRm0vj3T5nnORBb1DvUhd3rAfPallWzNrmxHVeuzrGVi+q2PkvVMTK96S9iYBcCm7FIiMJVxGbR+9/49Vb2OyJqubIf57Etma6aL9UxMr3pL2JjNE5syIrKqdeES09mXfscnO0ptB5aETMxK9dbE1piJyOcAdAI4CeCNAPYCWAOgB8Bb1PBucGzKKAzMyqQoWc6+9Ds+Q8ztKNXTJCUTs1y9NbHcjiAi1wJoUtUXAVgK4DcA9KvqVgBXAii/EChmbMqIKCmsZl/6Hb93qM+zligt4poxGwLwUffrBgC7AdziPv4mgJcB2Ff7w6os6U0ZP3XawqzM6uzevTuScS2oxblZzL70Oz5DzO2xlnE533qLYmnMVPW/AEBEXg/gAoBHAYy5387DucR5GRG5FcCtALB27droD7RI0puy3OkB9A71YSeuDn1sosgd6C/7rdzpQQBOo1sNM/U7a3fZ16t5CjP7Morxw9wwl4IrZFACwHXPvsZzzZbl+kzLYnN7WMa5xuznAbwbwOsAfBJAxv1WBsBwqdeo6h0A7gCAHTt21GwNWhqasrt67o/tU6f1TEyverJh9ytvKfm81U/ilerjuOOX2ZcUBlWYyrgMWj81M402Y2tjY2nMRORZAH4fwKtV9WkRuR/AqwDcDeB6AB+O47hKSUtTVhx5UmvWMzG96onSol6yL4OylnHpt35qZhrNFSvm776jD+P46GDsGZdh1T+U68ZN2BTRuzU/cc2Y3QxgJYBvuF3tFwC0i0gPgMcA3B/TcV1i9PyZ1DRlcf6jaD0T06ueKE3qIfsyKGsZl37rHz/1FLqwvmLNfE1MT2Jd68rYMy7Dqs+02LtMHtcas9sB3D7n6X+I41gq6R3qw23X7kpk02SlKQOSkYlpdm8WIiJD1mSy6B87GXvGZVj1+fGzEb1T88cNZivoynYksmmy1JQB9jMxveqJ0qQesi+DspZx6bf+qrbobo5b2rIIAExkXIZRX/qjerzYmFUQxZ1A9daUAfYzMb3qidKiXrIvg7KWcem3vjnCoO6Rc3lMt8yYybgMWj8xM1m2Ni5szGqoHpsywH4mJlE9YPYlhaG5sclUxmXQ+oH8qepOvIbYmNVIvTZlRBQ/a9mXfsfn5th2bGvvxGZ3UX3cGZdh1GeXLAvpnQkPG7MaYFNGpTAr09/Y5d4rv4kDFuprmStqMfvS7/jcHNuOhhL7gyUlE7NcvTWxZGXWEzZlRBQXq9mXfsdnJBPVE86YRYhNGVXCrMzqVfNe+X0v46yP8r0qsJx96Xf8uDbHJv8sJGsEqbeAM2YRYVNGRHEJujm218xWmNmaUYxP8ShkUN7T+22oeu8Oaa3eCs6YRaBemzJV4M7ufWYyLoPW50YGsdVYhhpRNcLYHJvZmuSH9UxMr3pL2JiFrF6bMgDoOXEMY+NnzWRcBq1/5IHD2FrluRNZEtbm2PWSrdl74kmcmxyPPeMy6vowHMj14FD/kdgzLsOqH8gPY5WxD+BszEJUz00ZAAzmh3Hz9hvMZFwGrd/bvb/MmRLZFubm2PWQrXl0+Cnce+RA7BmXUdeHYUFjs4mMy7Dqs4u5XUZq1XtTBtjLuAyjnoiIZm1v77wkWSApmZjl6hsb7C21Z2MWAjZljlWZNlMZl0HrcyODYIImJdGou64mDPWQrdnZts5ExmXU9WFoKNHIJCETs1K9NfaP0Dg2ZbM2ZTdg4/LVZjIug9a3Z9o8z5nIot6hPuROD5jPvrSSrdmV7ahqfZa1TEy/9VGynonpVW8JG7MA2JRdSgSmMi6D1u/ev6eq1xFZ05XtMJ99yWzNdLGeielVbwkbs3liU0ZEVrUuXGI6+9Lv+GRHqe3AkpCJWaneGjZm88CmjMLArEx/YzMr0x/L2Zd+x2eIuR2lepqkZGKWq7fG3u0IxrEpI6KksJp96Xf83qE+z1qitOCMmQ9Jb8r4qdMWZmVWj1mZ82cx+9Lv+Awxt8daxuV86y3ijFmVkt6U5U4P8FMnUZ1KevZlmBvmUnDWMi6D1XuW1xxnzKqQhqbsrp77Y/vUaT0T06ueKA2YfUlhUIWpjMug9VMz02hjJFOypKUpK448qTXrmZhe9URpUS/Zl0FZy7j0Wz81M43mihXzd9/Rh3F8dDD2jMuw6h/KdeMmbIro3ZofNmYVjJ4/k5qmLM5/FK1nYnrVE6VJPWRfBmUt49Jv/eOnnkIX1lesma+J6Umsa10Ze8ZlWPWZFnuXybnGrILeob7ENk1WmjIgGZmYBpcZEBGZsyaTRf/YyYuPizMoS2Vo7ly3xXR9fvxsCO9KuDhjVkFXtiORTZOlpgywn4npVU+UJvWQfRmUtYxLv/VXta31rJmvpS2LAMBExmUY9aU/qseLjVkFUdwJVG9NGWA/E9Ornigt6iX7MihrGZd+65sjDOoeOZfHdMuMmYzLoPUTM5Nla+PCxqyG6rEpA+xnYhLVA2ZfUhiaG5tMZVwGrR/In6ruxGuIjVmN1GtTRkTxs5Z96Xd8bo5tx7b2Tmx2F9XHnXEZRn12ybKQ3pnwsDGrATZlVAqzMv2NzazM+bGYfel3/N6hPuzE1VXVU7QaSuwPlpRMzHL11vCuzIixKSOiuFjNvvQ7PiOZqJ5wxixCbMqoEmZlVo9Zmf5Zzr70O35cm2OTf1YzMZP0by1nzCLCpoyI4hJ0c+ykZ2tSPGxnYiZnt0rOmEWgXpsyVeDO7n1mMi6D1udGBrHVWIYaUTV6h/pw27W7TGdfMlszXaxnYnrVW8LGLGT12pQBQM+JYxgbP2sm4zJo/SMPHMbWKs+dyJKwNseul2zN3hNP4tzkeOwZl1HXh+FArgeH+o/EnnEZVv1AfhirjH0AZ2MWonpuygBgMD+Mm7ffYCbjMmj93u79Zc6UyLYwN8euh2zNo8NP4d4jB2LPuIy6PgwLGptNZFyGVZ9dzO0yUqvemzLAXsZlGPVERDRre3tnyQxKgeBg/xGsaV0B4NLMyibD9Y0N9pbaszELAZsyx6pMm6mMy6D1uZFBMEGTkmjUXVcThnrI1uxsW2ci4zLq+jA0lGhkkpCJWaneGvtHaBybslmbshuwcflqMxmXQevbM22e50xkUe9QH3KnB8xnX1rJ1uzKdlS1PstaJqbf+ihZz8T0qreEjVkAbMouJQJTGZdB63fv31PV64is6cp2mM++ZLZmuljPxPSqt4SN2TyxKSMiq1oXLjGdfel3fLKj1HZgScjErFRvDRuzeWBTRmFgVqa/sZmV6Y/l7Eu/4zPE3I5SPU1SMjHL1Vtj73YE49iUEVFSWM2+9Dt+71CfZy1RWnDGzIekN2X81GkLszKrx6zM+bOYfel3fIaY22Mt43K+9RZxxqxKSW/KcqcH+KmTqE4lPfsyzA1zKThrGZfB6j3La+7/tXfvMXKVZRzHvz+62wuX0hYQ5VqgFRMQitCCUkVIlEgqYmKIEZSCgAISilFCVAwJAkElEUUQ5KIgBBBQESsgKJSKWBAERFpQWMqlQEtbKNDSbvvzj/eMTKezO2dads6ZmeeTbNg9l9lnH86cefq+73nf0rSYSRoJ3AhsDzwKfMklWXW0E4qyGx69q7B/dZZ9TcxGx4fQCWLty/BusCnVGpcbevyq1f1sFUsyDehI4Hnb0yTdCnwCuKPgmDqmKKte8qTVyr4mZqPjQ+gU3bL25YYq2xqXzR6/anU/vYMesf5mzruPZ5cuKHyNy3fr+Nl9/+Qwdh+ibK2fMhVmBwE3Zd//GTiQgguzpcuXcdxN57Lb1jsNSVGzdPkyHn/5mbZ9/Xrqzf1127z7GT/2ffzzxScBeGnZq/x49vXMW/hs3dco2/FDKeZKy2+gXPUtXgDkH7dVtuOHymDX1tLly5h+w1kATNpm4rt+fxjq1x8K1fl6/KWnmbdoPgC/fuzPDXsbynb8kwvnsxvjBz1mfb3dv5JnFi/4/xJ2BpYsf52+xQt4fcWb/P6JewFYvWYND70wl+dee4Wxo0aX9vjNR5avm1wl6S1E0u3AD2zfKelYYLLtr9QcczxwfPbjrsC8Foc5lLYEFhUdRJuIXDUn8tWcyFdzIl/5Ra6a02n52tF2wyVlytRitgjYPPt+c+r8z7B9KXBpK4NqFUkP2t6n6DjaQeSqOZGv5kS+mhP5yi9y1ZxuzVeZnsq8C6gM8jkI+EuBsYQQQgghtFyZCrNrgG0lPQosJhVqIYQQQghdozRdmbbfBqYVHUeBOrKLdohErpoT+WpO5Ks5ka/8IlfN6cp8lWbwfwghhBBCtytTV2YIIYQQQleLwiyEEEIIoSRKM8ask0k6GTgBqF1EbiSwyPZhrY+qvCJfzcmTL0kjANteWXNuD9Bje0Vroi1WXFvNyXlt9dpeNcD5A+7rRM1eX5JmABfVvi+7Qd5cSboW2BmovkftCWxje3krYm21KMxa423gh7avkPRhYKztmZLGA98vNLJyapgvSZ8DzgBq35hjgOm2729hvEXLc31NB06SVPsB0Av8CvhBi2ItWp5r60ngFWALUn42BhaQrrVNbU8qIvCC5Lm2zpS0f/b9ZOBB0gTsAI8BJ7cw3qI1e6/fF3gDuKx1IZZG3lz1A5+33VfZIOlOoGML/ijMWmMNYEmXA1OAkZKmA6dl+8LaGubL9o2kRe/XIqkbu+fz5OsS4JLCIiyPPO/FpbanSjoc2BT4EHCh7bmS5hQRdIHyXFvfrhws6XHbBxQRaEkMmi9JvUCv7bey479JVYGRtWBju7+lURcj7+fi6gHOH2h724vCrDU2IuX6YuAJYBtSK8U4SM39wAjgLdvrFGqSRgGru6i5e9B8DaZe/rrAeuerC+XJVeUa2gJ4vub8bru+GuZL0gdI0xoY2F7S3dmuWba/29Joi9coX1OA8yStVXhJqj7/66RWx06X975l4DpJa3VluoOnlIjCrDW2ApaQmq2XZl/7Af/J9h8AXA68Kan2xi9gFHA6cENLoi1eo3yFteXKl6R/kLoFKjc0kcad7de6UAvXzLV1KHAUcDAwrFUBlkyefM0j3cOmAl+wfULWNfUVus+g+bL9V1KekLQvMMe2JU22/UAxIRcm73txDfW7MjtWFGatsQMwCzgXWEn6YBwFfAHA9p3AjoVFVz6D5iusI1e+bO/d+tBKJ1euJH0ZmG/7FUn/Bm6SdGGrgy2BhvmqtFxI2hl4Nts8knXHf3aDvNfXrsAfgEmSlgE3SjrK9t2tDbdQee/zog5J6tRWs24cj1OEXUhNtf3AIaR/gXdbl0gzBs2XpI0kDdiCIam3MlajS8T1lV/eXM0ETgWwfZHtD9juxsKsmWtrJ94pzEaRBnd3m4b5yu5NlwGn2H7e9mvAF4GrJW3V4niLlPfaqluY0cH1Szd9eBVC0ibAe2wvkvQIcGu26+ECwyqtnPmaBpwhaaDBn8OBE4GOfzIzT74kTSF1lQ/0QdkDfMv2zCENtmBNvBdHA7/Ozql9ma65Z+a8tj5KavFYAYwHlmStjWOBzSTtBZxt+46WBl+AJq6vC4A+29dUNtielU0LcSnw2ZYEXKAmPxd7qDPGLNvekQ8AdM1NpkCfAq4HsH1KZWPW4nMz8HRBcZVVw3zZvgW4pZjwSifP9fUQMGWgOX8kDW9BnGWQ9714h+0Z9V5A0kVDHWSJ5MnXbNtTiwmvdBrmS9J2wGbUH393JnCCpGG2O7LgqNLM52IP644x+yQdWpRBrJXZEpKG13uiUtL7SYVGNzwanVvkqzmRr/wiV82JfDUn8pVf5GpgUZiFEEIIIZRExw6eCyGEEEJoN1GYhRDCBsoGM4cQwgaLwiyE0NYkjZB0SPb9nGwdVSTtNMDxfZKekfSvmq95ktzssl6SJgAvS9qyzr6VkvZYjz8rhNCl4qnMEELbkfQZ0hqW+wAfBRZm06esBFZJmgZcI2lf23NrTl8JHF87mWe2ePKT1ct6ZVON3AuMt71A0iRgDjABeJG0yPnHgLuAtySNsb206mXfpoMXWw4hvPuiMAshtKNxpALrv8By25VWstNIk9HfKuk64AjgjJpz1wBXSnqzZnsvNRNc2p4j6R7gJOA7wCnA1bbnSzqYNG3LMFIBtgjokTSqarqD1byzBFYIITQUhVkIoR1dS2qJ+hJp8eOKFaQJhgG+CgyT1Gu7utVqGHD0AC1mT9X5XWcBN0v6OXA4aXJLbN8uaTPSWpHTgddtPyzpKkmHktb+Gw3cJcnAtkBvN08DEEJoLKbLCCG0HUlPASOAjUnL/yzMdm1Jar1alv08HPiR7e9XnTsb2IJ1J6hU9noTaif4lDSL1Er3iO0jqrYfBUwmFWGb2D5V0uXAc7bPlFRZmHkFaW6mGNcbQhhUtJiFENqO7YkAkqYD06q6Mn9CWu7mfEkfBMbZvifbNxzobzRTvZIRtquXsPoh8DvSmoaV47YGzictSbQ/MCprKRtoRvJoKQshNBSFWQih3W0s6UBSq9ULpNYwgLNJrWf3ZD/fDEyUVN2tORbYBHi+apuAEZL2sP1Wtu0jVf+trOe3kLSm5hhSa9pw4L2kMWUzsqJxNOnBABNjzUIIOURXZgihrUgaCxwNTAIOALYmFV9nk4qko4ELgauB3WwvqTn/c8CDtvskHQt83PaRDX5fH3AO6SGACbVLyUg6E9jU9jck/Qx4qU5X5lzbIzf07w8hdLYY7xBCaDfLgAOBvwGXA7faPtj2LFKBNhX4BXBcnaJMwE+Brao2HyLpkWwus6ckXVHz+2YAf7d9HqlVbnr2WttIOkbSWcBhwHRJS4CBii+t918cQugaUZiFENqK7X7bn7Z9MTC/Zvdk0lOX/7H9B0nDJO1etf8gUvfliZJGZ9tm2t7T9u62J9o+pnJwdszJpDFmkMaUnS6ph9RNeRKpxW4RcDuwF2kaj3rifhtCaChuFCGEdjYW6Je0v6TfAFeRWrh2kXQBaUzYfZJ6s9ays4ATSJPEPgocBWwmaZyknqyQGy1pgqQxwNdIT1jekf2+a0ljyb5oe67tvW0fT2q9e9l2H2ns7gxJfaQWttuA2aSCMYQQBhWFWQihLUn6E3Ae8EdS9+Z80piyq0iz8U8BZpFaxFYB3yMVVb/MWtv2Bn5LmiLjAeBV0liwxcDjwEa2z7G9Z+V32l5lezvbV9aEM5x35k/rIU3RMb7yRRpn9mLW0hZCCAOKwf8hhLYkaSLwiu3XBjlmD9L8YW9I2oE0wet/WxZkCCE0KQqzEEIIIYSSiK7MEEIIIYSSiMIshBBCCKEkojALIYQQQiiJKMxCCCGEEEoiCrMQQgghhJL4H7wBIMndCGigAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 720x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "\n",
    "x = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n",
    "y = [58, 120, 86, 20, 139, 57, 139]\n",
    "h_list = ['/','o','-','+','x','.','*']\n",
    "plt.figure(figsize=(10,7))#设置画布的尺寸\n",
    "\n",
    "for i in range(len(x)):\n",
    "        \n",
    "    plt.bar(x = x[i],height = y[i], width = 0.7,alpha = 0.5,color = 'deeppink',edgecolor = 'black', linewidth = 2, ecolor = 'blue',label='我是图例',hatch = h_list[i])\n",
    "\n",
    "plt.title('基础柱状图—填充不同样式',fontsize=18) #设置标题\n",
    "plt.xlabel('我是X轴',fontsize=14) #设置x轴\n",
    "plt.ylabel('我是Y轴',fontsize=14) #设置y轴\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础柱状图——堆叠柱状图——填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 487,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n",
    "y1 = [7,6,5,4,3,2,1]\n",
    "y2 = [1,2,3,3,1,1,0.5]\n",
    "\n",
    "plt.figure(figsize=(10,7))#设置画布的尺寸\n",
    "\n",
    "plt.bar(x, y1, label=\"系列1\",edgecolor = 'black',hatch = '/')\n",
    "plt.bar(x, y2, label=\"系列2\",edgecolor = 'black',hatch = 'x')\n",
    "\n",
    "plt.legend(loc=1,fontsize=14)  # 设置图例位置\n",
    "plt.ylabel('我是Y轴',fontsize=16)\n",
    "plt.xlabel('我是X轴',fontsize=16)\n",
    "plt.title(\"基础柱状图——堆叠柱状图——填充\",fontsize=18)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础柱状图——分组柱状图—填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 489,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.array(list(range(7)))\n",
    "y1 = [7,6,5,4,3,2,1]\n",
    "y2 = [6,2,3,3,1,1,0.5]\n",
    "\n",
    "width = 0.4\n",
    "x = x - 0.2\n",
    "\n",
    "plt.figure(figsize=(9,6))\n",
    "\n",
    "plt.bar(x, y1,  width=width, label='系列1',edgecolor = 'black',alpha = 0.7, hatch=\"/\")\n",
    "plt.bar(x + width, y2, width=width, label='系列2',edgecolor = 'black',hatch = 'x')\n",
    "\n",
    "plt.xticks(x + 0.2,['周一', '周二', '周三', '周四', '周五', '周六', '周日'])\n",
    "\n",
    "\n",
    "plt.legend(loc=1,fontsize=13)  # 设置图例位置\n",
    "plt.ylabel('我是Y轴',fontsize=15)\n",
    "plt.xlabel('我是X轴',fontsize=15)\n",
    "plt.title(\"基础柱状图——分组柱状图——填充\",fontsize=17)\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
